Empowering Counterfactual Reasoning over Graph Neural Networks through Inductivity. - Samidha Verma; Burouj Armgaan; Sourav Medya; Sayan Ranu (CoRR, 2023)

GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking. - Mert Kosan; Samidha Verma; Burouj Armgaan; Khushbu Pahwa; Ambuj K. Singh; Sourav Medya; Sayan Ranu (ICLR, 2024)

GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules. - Burouj Armgaan; Manthan Dalmia; Sourav Medya; Sayan Ranu (NeurIPS, 2024)

InduCE: Inductive Counterfactual Explanations for Graph Neural Networks. - Samidha Verma; Burouj Armgaan; Sourav Medya; Sayan Ranu (Trans. Mach. Learn. Res., 2024)